InfoWorld

Intro to Hotwire: HTML over the wire

This concept isn’t new—in fact, it is the essence of representational state transfer (REST). Instead of converting to a ...
IEEE

Flamingo: Multi-Round Single-Server Secure Aggregation with Applications to Private Federated Learning

Abstract: This paper introduces Flamingo, a system for secure aggregation of data across a large set of clients. In secure aggregation, a server sums up the private inputs of clients and obtains the ...
IEEE

Fairness-Aware Incentive Mechanism for Multi-Server Federated Learning in Edge-Enabled Wireless Networks With Differential Privacy

Abstract: As a distributed machine learning method, federated learning (FL) can collaboratively train a global model with multiple devices without sharing the original data, thus protecting certain ...